Earthquake prediction model based on geomagnetic field data using automated machine learning

QR Code

Earthquake prediction model based on geomagnetic field data using automated machine learning

The observation of geomagnetic anomalies appearing prior to earthquakes (EQs) is theorized to be generated by underground seismic processes. However, these pre EQ anomalies can only provide “postdiction” and are still inadequate for practical applications. So, this study was conducted to pursue the...

Full description

Bibliographic Details
Main Authors:	Yusof, Khairul Adib, Mashohor, Syamsiah, Abdullah, Mardina, Amiruddin, Mohd, Rahman, Abd, Abdul Hamid, Nurul Shazana, Qaedi, Kasyful, Matori, Khamirul Amin, Hayakawa, Masashi
Format:	Article
Published:	Institute of Electrical and Electronics Engineers Inc. 2024
Online Access:	http://psasir.upm.edu.my/id/eprint/115444/

Similar Items

Multi-class classification automated machine learning for predicting earthquakes using global geomagnetic field data
by: Qaedi, Kasyful, et al.
Published: (2025)

Feasibility of principal component analysis for multi-class earthquake prediction machine learning model utilizing geomagnetic field data
by: Qaedi, Kasyful, et al.
Published: (2024)

Correlations between earthquake properties and characteristics of possible ULF geomagnetic precursor over multiple earthquakes
by: Yusof, Khairul Adib, et al.
Published: (2021)

Statistical significance of geomagnetic diurnal variation anomalies prior to worldwide earthquakes
by: Khairul Adib Yusof,, et al.
Published: (2021)

Statistical significance of geomagnetic diurnal variation anomalies prior to worldwide earthquakes
by: Yusof, Khairul Adib, et al.
Published: (2021)

Comparative analysis of variants of geomagnetic diurnal variation ratio method for earthquake precursor detection
by: Nur Fatin Irdina Zulhamidi,, et al.
Published: (2023)

Statistical global investigation of pre-earthquake anomalous geomagnetic diurnal variation using superposed epoch analysis
by: Yusof, Khairul Adib, et al.
Published: (2022)

Isyarat geomagnet untuk peramalan gempa bumi
by: Muhammad Yusof, Muhammad Khairul Adib, et al.
Published: (2021)

Correlation analysis of geomagnetic parameter with south atlantic anomaly region
by: Khairul Afifi Nasuddin,, et al.
Published: (2023)

Behaviour of geomagnetic storm, horizontal geomagnetic field and solar wind parameters during solar flare and CMEs event.

Investigation into the relation between geomagnetic data and earthquake occurrence using statistical approach / Nur Hidayah Ismail
by: Nur Hidayah , Ismail
Published: (2021)

2023_Modeling of Ulf Pulsation As Earthquake Precursor Based On Solar Wind Parameters and Geomagnetic Storm Index

New satellite attitude control structure using the geomagnetic field
by: Mohd Suhadis, Nurulasikin, et al.
Published: (2006)

Analysis of geomagnetic Ap index on worldwide earthquake occurrence using the principal component analysis and hierarchical cluster analysis
by: Nur Hidayah Ismail,, et al.
Published: (2021)

Normalized polarization ratio analysis for ULF precursor detection of the 2009 M7.6 Sumatra and 2015 M6.8 Honshu earthquakes
by: Khairul Adib Yusof,, et al.
Published: (2020)

Investigating short-term earthquake precursors detection through monitoring of total electron content variation in ionosphere
by: Zulhamidi, Nur Fatin Irdina, et al.
Published: (2023)

Interpretable N-BEATS deep networks of multistep forecasting for the ground-based geomagnetic Dst index
by: Mashohor, Syamsiah, et al.
Published: (2024)

Impact of geomagnetically induced current on power grid resiliency under extreme geomagnetic disturbance
by: Mohammed Khurshid, Zmnako, et al.
Published: (2023)

THE BEHAVIOR OF SOLAR WIND PARAMETERS AND GEOMAGNETIC ACTIVITY INDICES FOR GEOMAGNETICALLY INDUCED CURRENT OBSERVATIONS

Variations of total electron content during quiet and disturbed geomagnetic conditions over Malaysia
by: Sadia, Mostofa, et al.
Published: (2022)

Earthquake prediction system based on the earth’s electric field signal prior to the earthquake: location determination
by: Astuti, Winda, et al.
Published: (2013)

Robust committee machine for water saturation prediction.
by: Mashohor, Syamsiah, et al.
Published: (2013)

Automated road marking detection system for autonomous car
by: Khan, Bahadur Shah, et al.
Published: (2015)

A statistical analysis of the relationship between Pc4 and Pc5 ULF waves, solar winds and geomagnetic storms for predicting earthquake precursor signatures in low latitude regions

Earth Magnetic Field Data Analysis For Earthquake Study
by: Selvakone, Sivanandini
Published: (2021)

Perubahan sistem arus ionosfera di kawasan Asia Tenggara semasa ribut geomagnet pada fasa suria minimum
by: Nurul Shazana Abdul Hamid,, et al.
Published: (2018)

Influence of Geomagnetically Induced Currents on Three-Phase Power Transformers
by: Masoum, Mohammad, et al.
Published: (2008)

Effect Of Repeated Far Field Earthquake On The Ductility Demand Of Low-Rise Reinforced Concrete Buildings
by: Muhammad, Mohd Khairul Azuan
Published: (2011)

Automated feature extraction for predicting multiple sclerosis patient disability using brain MRI
by: Muslim, Ali M., et al.
Published: (2022)

Attenuation Function Relationship of Subduction Mechanism and Far Field Earthquake
by: Rozaimi, Mohd Noor, et al.
Published: (2016)

Earthquakes and project management utilization: a case of recent earthquakes of Iran
by: Tabassi, Amin Akhavan, et al.
Published: (2008)

Deep Learning-Based Geomagnetic Navigation Method Integrated with Dead Reckoning
by: Yan, Suqing, et al.
Published: (2023)

Graphical Based Monitoring of the Earth’s Electric Field Signal prior to the Earthquake
by: Astuti , Winda, et al.
Published: (2014)

Ground Motion Prediction Equations for Far Field Earthquake Considered by Strike Slip Fault Mechanism
by: S. W., Ahmad, et al.
Published: (2015)

Automated vending machine system
by: Mohammad Ali, Mohd. Hasyim
Published: (2007)

Attenuation Function Relationship for Far Field Earthquake Considered by Strike Slip Mechanism
by: Saffuan, Wan Ahmad, et al.
Published: (2015)

Automated cystic mass extraction from ultrasound phantom images
by: Khatib, Farzan, et al.
Published: (2012)

Solar quiet current and conductivity-depth profiles of the earth mantle from quiet-time geomagnetic field records in Asia Sub-Region / Mustapha Abbas
by: Mustapha , Abbas
Published: (2018)

Machine learning in medicinal plants recognition: a review
by: Pushpanathan, Kalananthni, et al.
Published: (2020)

Earthquake early warning system
by: Nazri Wong, Mohammad Syakir, et al.
Published: (2020)